Basic Statistics

Raw Counts

Name Value
Rows 23,967
Columns 23
Discrete columns 7
Continuous columns 16
All missing columns 0
Missing observations 0
Complete Rows 23,967
Total observations 551,241
Memory allocation 4.2 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## status: 132 categories
## dob: 592 categories
## fullname: 601 categories
## date: 1012 categories
## const_name: 159 categories
## name: 73 categories

QQ Plot

Correlation Analysis

## Warning in dummify(data, maxcat = maxcat): Ignored all discrete features since `maxcat` set to 20 categories!

Principal Component Analysis

## 6 features with more than 50 categories ignored!
## status: 132 categories
## dob: 592 categories
## fullname: 601 categories
## date: 1012 categories
## const_name: 159 categories
## name: 73 categories